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@Network-Dynamics-and-Computations

Dynamics and Computations in Neural Networks

Github of the Network Dynamics and Computations Team @ ENS Paris. Links to code from papers and tutorials by current and former team members.

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  1. populations_paper_code populations_paper_code Public

    Forked from adrian-valente/populations_paper_code

    Low-rank RNN training code and experiments for "The role of population structure in computations through neural dynamics"

    Jupyter Notebook 1

  2. lowrank_inference lowrank_inference Public

    Forked from adrian-valente/lowrank_inference

    Fitting low-rank RNNs to neural trajectories (LINT method).

    Jupyter Notebook

  3. multi-area-ctx multi-area-ctx Public

    Forked from jmourabarbosa/multi-area-ctx

    python notebooks to replicate the main figures

    Jupyter Notebook

  4. Relating_Local_Conn_Global_Dyns Relating_Local_Conn_Global_Dyns Public

    Forked from shaonannan/Relating_Local_Conn_Global_Dyns

    Relating local connectivity and global dynamics in EI networks

    Python

  5. shaping-dyns-low-rank shaping-dyns-low-rank Public

    Code for Shaping Dynamics With Multiple Populations in Low-Rank Recurrent Networks (2021)

    Python

  6. parametric_control_timing parametric_control_timing Public

    Code for Parametric control of flexible timing through low-dimensional manifolds (2023)

    Python

Repositories

Showing 6 of 6 repositories
  • parametric_control_timing Public

    Code for Parametric control of flexible timing through low-dimensional manifolds (2023)

    Network-Dynamics-and-Computations/parametric_control_timing’s past year of commit activity
    Python 0 0 0 0 Updated Apr 23, 2024
  • shaping-dyns-low-rank Public

    Code for Shaping Dynamics With Multiple Populations in Low-Rank Recurrent Networks (2021)

    Network-Dynamics-and-Computations/shaping-dyns-low-rank’s past year of commit activity
    Python 0 0 0 0 Updated Apr 23, 2024
  • multi-area-ctx Public Forked from jmourabarbosa/multi-area-ctx

    python notebooks to replicate the main figures

    Network-Dynamics-and-Computations/multi-area-ctx’s past year of commit activity
    Jupyter Notebook 0 2 0 0 Updated Oct 9, 2023
  • Relating_Local_Conn_Global_Dyns Public Forked from shaonannan/Relating_Local_Conn_Global_Dyns

    Relating local connectivity and global dynamics in EI networks

    Network-Dynamics-and-Computations/Relating_Local_Conn_Global_Dyns’s past year of commit activity
    Python 0 MIT 1 0 0 Updated Feb 8, 2023
  • populations_paper_code Public Forked from adrian-valente/populations_paper_code

    Low-rank RNN training code and experiments for "The role of population structure in computations through neural dynamics"

    Network-Dynamics-and-Computations/populations_paper_code’s past year of commit activity
    Jupyter Notebook 1 8 0 0 Updated Nov 25, 2022
  • lowrank_inference Public Forked from adrian-valente/lowrank_inference

    Fitting low-rank RNNs to neural trajectories (LINT method).

    Network-Dynamics-and-Computations/lowrank_inference’s past year of commit activity
    Jupyter Notebook 0 6 0 0 Updated Sep 29, 2022

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